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multimodal benchmark

GameWorld

GameWorld evaluates agents on interactive game environments, testing perception, planning, and sequential decision-making to accomplish in-game objectives.

Updated Aug 11, 2026

Models2
Model coverage2
MetricScore
EvidenceB

On this page

  • Ranking
  • Distribution
  • Highlights
  • About
  • FAQ

GameWorld Ranking

Higher score ranks better on this benchmark.

2 rows
Columns

Show columns

1BYSeed 2.1 ProByteDance31.2%100.0%2CAug 11, 2026
2BYSeed 2.1 TurboByteDance25.9%0.0%2CAug 11, 2026

GameWorld Score Distribution

A closer view of the leading scores on this benchmark.

GameWorld

GameWorld Highlights

The leading models and scores on this benchmark.

Rank #1Seed 2.1 Pro31.2%Rank #2Seed 2.1 Turbo25.9%

What is GameWorld?

What GameWorld measures and how its scores work.

GameWorld evaluates agents on interactive game environments, testing perception, planning, and sequential decision-making to accomplish in-game objectives.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
GameWorld
Modality
multimodal
Primary category
multimodal
Score direction
higher
LLMBoard eligible
No
Evaluation key
gameworld|llm-stats-current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about GameWorld.

Which model scores highest on GameWorld?

Seed 2.1 Pro is currently ranked first with 31.2%.

What does GameWorld measure?

GameWorld evaluates agents on interactive game environments, testing perception, planning, and sequential decision-making to accomplish in-game objectives.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

2 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.

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